Continuous Optimization

Generalized Attention Flow: Feature Attribution for Transformer Models via Maximum Flow ACL 2025 Generalized Dimension Reduction Using Semi-Relaxed Gromov-Wasserstein Distance AAAI 2025 Generative Adversarial Networks: Dynamics JMLR 2025 Geometric Operator Learning with Optimal Transport JMLR 2025 Geometry and Stability of Supervised Learning Problems JMLR 2025 Geometry-Dependent Matching Pursuit: a Transition Phase for Convergence on Linear Regression and LASSO JMLR 2025 GeoSplatting: Towards Geometry Guided Gaussian Splatting for Physically-based Inverse Rendering ICCV 2025 Get rid of your constraints and reparametrize: A study in NNLS and implicit bias AISTATS 2025 Global Contact-Rich Planning with Sparsity-Rich Semidefinite Relaxations RSS 2025 Global Optimization with a Power-Transformed Objective and Gaussian Smoothing ICML 2025 Good regularity creates large learning rate implicit biases: edge of stability, balancing, and catapult JMLR 2025 Gradient Descent Converges Arbitrarily Fast for Logistic Regression via Large and Adaptive Stepsizes ICML 2025 Gradient Methods with Online Scaling COLT 2025 GRICP: Granular-Ball Iterative Closest Point with Multikernel Correntropy for Point Cloud Fine Registration AAAI 2025 Grokking at the Edge of Linear Separability ICML 2025 Gromov-Wasserstein Problem with Cyclic Symmetry CVPR 2025 Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery ICML 2025 Guided Zeroth-Order Methods for Stochastic Non-convex Problems with Decision-Dependent Distributions ICML 2025 Gumbel Reranking: Differentiable End-to-End Reranker Optimization ACL 2025 HEAP: Hyper Extended A-PDHG Operator for Constrained High-dim PDEs ICML 2025 Hierarchical Refinement: Optimal Transport to Infinity and Beyond ICML 2025 High-accuracy sampling from constrained spaces with the Metropolis-adjusted Preconditioned Langevin Algorithm ALT 2025 HiNeuS: High-fidelity Neural Surface Mitigating Low-texture and Reflective Ambiguity ICCV 2025 HotSpot: Signed Distance Function Optimization with an Asymptotically Sufficient Condition CVPR 2025 How rotation invariant algorithms are fooled by noise on sparse targets ALT 2025